期刊文献+

小波变换在心电图R波检测中的应用 被引量:2

Implementation of ECG Signal Processing Based on Wavelet Transform
下载PDF
导出
摘要 本文描述了一套基于小波理论进行心电信号处理的方案及其实现,即根据小波变换分解后,各个尺度上信号的特征采取相应的措施进行滤波或者R波检测。文章同时介绍了该方案的Matlab仿真结果。该方案不但具有简易性和运算的快速性,并在R波检测部分加入时域校正,达到良好的R波检测的正确率。 This article described a method and its implementation of ECG signal processing based on wavelet theory. In this method ECG signal is deconstructed by wavelet transform and made respective process of filtering and detection by the signal properties on different resolution. Its MATLAB emulation is also introduced. This is a creative method besides its simplicity and high speed, the accuracy of R - wave detection was also improved by time -domain correction.
作者 余晓洁
出处 《中国传媒大学学报(自然科学版)》 2007年第1期59-62,25,共5页 Journal of Communication University of China:Science and Technology
关键词 心电信号 小波变换 滤波 R波检测 ECG signal wavelet transform filtering R - wave detection
  • 相关文献

参考文献1

二级参考文献2

共引文献2

同被引文献20

  • 1宋立国,陆尧胜.小波分析在脑电信号处理中的应用[J].医疗设备信息,2007,22(7):7-10. 被引量:9
  • 2Sanai N,Mirzadeh Z,Berger MS.Functional outcome after language mapping for glioma resection[J].N Engl J Med, 2008,358(1):18-27.
  • 3Schalk G, Kubanek J, Miller KJ, et al.Decoding two- dimensional movement trajectories using electrocortico-graphic signals in humans[J].J Neural Eng,2007,4(3):264-275.
  • 4Pfurtscheller G, Lopes da Silva FH.Event-related EEG/MEG synchronization and desynchronization: basic prin-ciples[J].Clin Neurophysiol, 1999,110(11):1842-1857.
  • 5Canolty RT, Edwards E, Dalal SS, et al.High gamma power is phase-locked to theta oscillations in human neocortex[J]. Science, 2006,313(5793):1626-1628.
  • 6Berger MS,Hadjipanayis CG. Surgery of intrinsic cerebral tumors[J].Neurosurgery,2007,61(S1):279-305.
  • 7严明霞.模糊C-均值聚类算法在钻头磨损故障诊断中的应用研究[M].洛阳:矿山机械出版社,2006:20-21.
  • 8Zhang Ai - hua, Chai Long, Dong Hong - sheng. QRS complex detection of ECG signal by using teager energy operator[ C ]// The 2nd International Conference of Bioinformatics and Biomedical Engineering on ICBBE. Shanghai: [ s. n.], 2008 : 2 095 - 2 098.
  • 9Aysin B, Colombo J, Aysin E. Comparison of HRV analysis methods during orthostatic challenge: HRV with respiration or without[C]//29th Annual International Conference of the IEEE on Engineering in Medicine and Biology Society, Lyon: [ s. n.], 2007 : 5 047 - 5 050.
  • 10Wang J Z, Kong J, Lu Y H. A modified FCM algorithm for MRI brain image segmentation using both local and non - local spatial constraints [ J ]. Computerized Medical Imaging and Graphics, 2008, 32 (8) : 685 - 698.

引证文献2

二级引证文献3

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部